The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 29 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 36 24 26
Rank change year-on-year
-12 +2
Contract jobs citing Data Modelling 17 19 10
As % of all contract IT jobs located in South Yorkshire 3.48% 4.63% 3.15%
As % of the Processes & Methodologies category 4.62% 6.15% 4.61%
Number of daily rates quoted 15 13 7
Median daily rate £475 £480 £425
Median daily rate % change year-on-year
-1.04% +12.94%
90% offered a daily rate of more than £335 £353 £403
10% offered a daily rate of more than £650 £588 £550
UK excluding London median daily rate £420 £425 £413
% change year-on-year
-1.17% +3.03%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £15.39
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
Data Modelling
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the South Yorkshire region.

Processes & Methodologies Category
South Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
368 309 217
As % of all contract IT jobs located in South Yorkshire 75.41% 75.37% 68.45%
Number of daily rates quoted 257 206 126
Median daily rate £418 £360 £350
Median daily rate % change year-on-year
+15.97% +2.85%
90% offered a daily rate of more than £320 £225 £219
10% offered a daily rate of more than £530 £525 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 13 11 16
Median hourly rate £27.50 £14.63 £20.00
Median hourly rate % change year-on-year
+87.93% -26.83%
90% offered a hourly rate of more than £11.50 £7.19 £13.29
10% offered a hourly rate of more than £45.00 £28.00 £32.80
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

Data Modelling
Jobs Demand Trend in South Yorkshire

The demand trend of contract jobs across the South Yorkshire region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in South Yorkshire

Data Modelling
Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Daily Rate Trend in South Yorkshire

Data Modelling
Daily Rate Histogram in South Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South Yorkshire region over the 3 months to 29 July 2016.

Data Modelling Daily Rate Histogram in South Yorkshire

Data Modelling
Hourly Rate Trend in South Yorkshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the South Yorkshire region.

Data Modelling Hourly Rate Trend in South Yorkshire

Data Modelling
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the South Yorkshire region over the 3 months to 29 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield -16 16 £419 -19.85% 1
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in South Yorkshire

For the 6 months to 29 July 2016, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the South Yorkshire region with a requirement for Data Modelling.

1 43 (67.19%) Oracle
2 42 (65.63%) SQL
3 39 (60.94%) Business Intelligence
4 37 (57.81%) Data Warehouse
5 34 (53.13%) ERwin
6 33 (51.56%) Informatica
6 33 (51.56%) Finance
6 33 (51.56%) Data Architecture
7 29 (45.31%) Hadoop
7 29 (45.31%) Enterprise Data Warehouse
8 28 (43.75%) Apache Hive
8 28 (43.75%) SAS
9 26 (40.63%) BusinessObjects
9 26 (40.63%) Unix
10 25 (39.06%) MongoDB
10 25 (39.06%) HBase
10 25 (39.06%) Analytical Skills
11 24 (37.50%) PostgreSQL
12 23 (35.94%) Shell Script
12 23 (35.94%) CA
12 23 (35.94%) Visualisation
12 23 (35.94%) Open Source
13 21 (32.81%) Data Visualisation
13 21 (32.81%) Tableau
13 21 (32.81%) Pentaho
14 20 (31.25%) Logical Data Model
14 20 (31.25%) Physical Data Model
15 17 (26.56%) ETL
16 14 (21.88%) Data Integration
16 14 (21.88%) Data Transformation

Data Modelling
Top Related IT Skills in South Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 28 (43.75%) SAS
2 5 (7.81%) Apache Pig
3 2 (3.13%) Apache Spark
3 2 (3.13%) SharePoint
Applications
1 1 (1.56%) MS Excel
Cloud Services
1 2 (3.13%) Microsoft Azure
Communications & Networking
1 4 (6.25%) LDAP
Database & Business Intelligence
1 37 (57.81%) Data Warehouse
2 29 (45.31%) Enterprise Data Warehouse
2 29 (45.31%) Hadoop
3 28 (43.75%) Apache Hive
4 26 (40.63%) BusinessObjects
5 25 (39.06%) HBase
5 25 (39.06%) MongoDB
6 24 (37.50%) PostgreSQL
7 21 (32.81%) Pentaho
8 13 (20.31%) Oracle Database
9 12 (18.75%) SQL Server
10 9 (14.06%) Oracle Database 11g
11 7 (10.94%) Big Data
12 5 (7.81%) Data Mining
12 5 (7.81%) Oracle ODI
13 4 (6.25%) DB2
13 4 (6.25%) Oracle BI EE
13 4 (6.25%) Oracle Database 12c
14 3 (4.69%) MySQL
14 3 (4.69%) Sqoop
Development Applications
1 34 (53.13%) ERwin
2 1 (1.56%) Talend Open Studio
General
1 33 (51.56%) Finance
2 10 (15.63%) Banking
3 2 (3.13%) Retail
Job Titles
1 31 (48.44%) Architect
2 23 (35.94%) Enterprise Architect
3 22 (34.38%) Data Architect
4 15 (23.44%) Enterprise Data Architect
5 9 (14.06%) Data Warehouse Architect
6 8 (12.50%) Senior Architect
6 8 (12.50%) Senior Enterprise Architect
7 7 (10.94%) Analyst
7 7 (10.94%) Data Modeller
7 7 (10.94%) ETL Tester
7 7 (10.94%) Tester
8 6 (9.38%) Developer
9 4 (6.25%) Business Analyst
10 3 (4.69%) Business Intelligence Analyst
10 3 (4.69%) Business Intelligence Business Analyst
10 3 (4.69%) ETL Analyst
10 3 (4.69%) OBIEE Developer
10 3 (4.69%) Oracle Developer
10 3 (4.69%) Senior Data Modeller
10 3 (4.69%) Test Analyst
Libraries, Frameworks & Software Standards
1 4 (6.25%) Apache Tez
2 2 (3.13%) Ajax
2 2 (3.13%) AngularJS
2 2 (3.13%) Backbone.js
2 2 (3.13%) CodeIgniter
2 2 (3.13%) CSS
2 2 (3.13%) CSS3
2 2 (3.13%) Ember.js
2 2 (3.13%) HTML
2 2 (3.13%) HTML5
2 2 (3.13%) jQuery
2 2 (3.13%) Laravel
2 2 (3.13%) React
2 2 (3.13%) RESTful
2 2 (3.13%) Twitter Bootstrap
Miscellaneous
1 25 (39.06%) Analytical Skills
2 23 (35.94%) Visualisation
3 14 (21.88%) Data Integration
4 12 (18.75%) Algorithms
5 9 (14.06%) Management Information System
6 3 (4.69%) iSeries
7 2 (3.13%) User Experience
Operating Systems
1 26 (40.63%) Unix
2 3 (4.69%) Linux
Processes & Methodologies
1 39 (60.94%) Business Intelligence
2 33 (51.56%) Data Architecture
3 23 (35.94%) Open Source
4 21 (32.81%) Data Visualisation
5 20 (31.25%) Logical Data Model
5 20 (31.25%) Physical Data Model
6 17 (26.56%) ETL
7 14 (21.88%) Data Transformation
8 9 (14.06%) Data Management
8 9 (14.06%) Dimensional Modelling
8 9 (14.06%) Information Management
8 9 (14.06%) SFIA
9 8 (12.50%) Enterprise Architecture
10 7 (10.94%) Agile Software Development
11 5 (7.81%) Migration
11 5 (7.81%) Technical Architecture
12 4 (6.25%) Data Migration
12 4 (6.25%) Data Munging
13 3 (4.69%) Inmon Methodology
13 3 (4.69%) Kimball Methodology
Programming Languages
1 42 (65.63%) SQL
2 23 (35.94%) Shell Script
3 13 (20.31%) PL/SQL
4 8 (12.50%) JavaScript
5 6 (9.38%) C++
5 6 (9.38%) Python
6 2 (3.13%) PHP
6 2 (3.13%) R
Qualifications
1 4 (6.25%) BPSS Clearance
1 4 (6.25%) ISEB
1 4 (6.25%) Security Cleared
2 2 (3.13%) SC Cleared
3 1 (1.56%) SAS Certification
Quality Assurance & Compliance
1 2 (3.13%) Disclosure Scotland
1 2 (3.13%) QA
2 1 (1.56%) Data Quality
System Software
1 4 (6.25%) Active Directory
2 2 (3.13%) Apache Flume
Vendors
1 43 (67.19%) Oracle
2 33 (51.56%) Informatica
3 23 (35.94%) CA
4 21 (32.81%) Tableau
5 9 (14.06%) Microsoft
6 3 (4.69%) Cognos
7 2 (3.13%) Hortonworks
7 2 (3.13%) Platfora
8 1 (1.56%) Ab Initio
8 1 (1.56%) IBM
8 1 (1.56%) Talend
8 1 (1.56%) Teradata